Conditional out-of-distribution generation for unpaired data using transfer VAE

Single-cell Transcriptome Mapping Identifies Common and Cell-type Specific Genes Affected by Acute Delta9-tetrahydrocannabinol in Humans

(2020) Ying Hu et al.   Scientific Reports

Single-cell RNA-seq denoising using a deep count autoencoder

(2019) Gökcen Eraslan et al.   Nature Communications

scGen predicts single-cell perturbation responses

(2019) Mohammad Lotfollahi et al.   NATURE METHODS

Exploring single-cell data with deep multitasking neural networks

(2019) Matthew Amodio et al.   NATURE METHODS

Massively multiplex chemical transcriptomics at single-cell resolution

(2019) Sanjay R. Srivatsan et al.   SCIENCE

Deep generative modeling for single-cell transcriptomics

(2018) Romain Lopez et al.   NATURE METHODS

A single-cell survey of the small intestinal epithelium

(2017) Adam L. Haber et al.   NATURE

Multiplexed droplet single-cell RNA-sequencing using natural genetic variation

(2017) Hyun Min Kang et al.   NATURE BIOTECHNOLOGY